Suma Bhat

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 81

Top Topics

Tensor Decomposition

Text Generation

Document Similarity

Top Venues

EMNLP (Findings)

Publications

Jianing Zhou, Suma Bhat
Non-compositional Expression Generation and its Continual Learning. ACL (Findings) (2024)
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models. ACL (Findings) (2024)
Genevieve M. Henricks, Michelle Perry, Suma Bhat
The Relation Among Gender, Language, and Posting Type in Online Chemistry Course Discussion Forums. LAK (2024)
Kellen Cheng, Suma Bhat
No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models. NAACL-HLT (2024)
Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat
IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. CoRR (2023)
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning. EMNLP (Findings) (2023)
Jianing Zhou, Ziheng Zeng, Suma Bhat
CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning. ACL (1) (2023)
Suma Bhat, Canhui Chen, Zerui Cheng, Zhixuan Fang, S. Ashwin Hebbar, Sreeram Kannan, Ranvir Rana, Peiyao Sheng, Himanshu Tyagi, Pramod Viswanath, Xuechao Wang
SAKSHI: Decentralized AI Platforms. CoRR (2023)
S. Ashwin Hebbar, Viraj Vivek Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath
CRISP: Curriculum based Sequential neural decoders for Polar code family. ICML (2023)
Ziheng Zeng, Suma Bhat
Unified Representation for Non-compositional and Compositional Expressions. EMNLP (Findings) (2023)
Ziheng Zeng, Kellen Cheng, Srihari Nanniyur, Jianing Zhou, Suma Bhat
IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. EMNLP (2023)
Ziheng Zeng, Suma Bhat
Unified Representation for Non-compositional and Compositional Expressions. CoRR (2023)
Ziheng Zeng, Suma Bhat
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions. Trans. Assoc. Comput. Linguistics 10 (2022)
S. Ashwin Hebbar, Viraj Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family. CoRR (2022)
Jianing Zhou, Vyom Nayan Thakkar, Rachel Yudkowsky, Suma Bhat, William F. Bond
Automatic Patient Note Assessment without Strong Supervision. LOUHI@EMNLP (2022)
Paul Hur, Haejin Lee, Suma Bhat, Nigel Bosch
Using Machine Learning Explainability Methods to Personalize Interventions for Students. EDM (2022)
Ziheng Zeng, Suma Bhat
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions. CoRR (2022)
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat
Idiomatic Expression Paraphrasing without Strong Supervision. AAAI (2022)
Jianing Zhou, Hongyu Gong, Suma Bhat
PIE: A Parallel Idiomatic Expression Corpus for Idiomatic Sentence Generation and Paraphrasing. MWE@ACL-IJCNLP (2021)
Ziheng Zeng, Suma Bhat
Idiomatic Expression Identification using Semantic Compatibility. Trans. Assoc. Comput. Linguistics 9 (2021)
Jianing Zhou, Suma Bhat
Paraphrase Generation: A Survey of the State of the Art. EMNLP (1) (2021)
Wanzheng Zhu, Suma Bhat
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech. CoRR (2021)
Wanzheng Zhu, Suma Bhat
Euphemistic Phrase Detection by Masked Language Model. EMNLP (Findings) (2021)
Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention. CoRR (2021)
Jianing Zhou, Hongyu Gong, Suma Bhat
From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation. CoRR (2021)
Wanzheng Zhu, Suma Bhat
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech. ACL/IJCNLP (Findings) (2021)
HaeJin Lee, Paul Hur, Suma Bhat, Nigel Bosch
Promoting Self-regulated Learning in Online Learning by Triggering Tailored Interventions. EDM (Workshops) (2021)
Destiny Williams-Dobosz, Renato Ferreira Leitão Azevedo, Amos Jeng, Vyom Thakkar, Suma Bhat, Nigel Bosch, Michelle Perry
A Social Network Analysis of Online Engagement for College Students Traditionally Underrepresented in STEM. LAK (2021)
Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat
Self-Supervised Euphemism Detection and Identification for Content Moderation. CoRR (2021)
Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat
Idiomatic Expression Paraphrasing without Strong Supervision. CoRR (2021)
Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention. AAAI (2021)
Wanzheng Zhu, Suma Bhat
Euphemistic Phrase Detection by Masked Language Model. CoRR (2021)
Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat
Self-Supervised Euphemism Detection and Identification for Content Moderation. IEEE Symposium on Security and Privacy (2021)
Ziheng Zeng, Suma Bhat
Idiomatic Expression Identification using Semantic Compatibility. CoRR (2021)
Jianing Zhou, Suma Bhat
Modeling Consistency Using Engagement Patterns in Online Courses. LAK (2021)
Hongyu Gong, Linfeng Song, Suma Bhat
Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer. INLG (2020)
Tarek Sakakini, Jong Yoon Lee, Aditya Duri, Renato Ferreira Leitão Azevedo, Victor Sadauskas, Kuangxiao Gu, Suma Bhat, Daniel G. Morrow, James Graumlich, Saqib Walayat, Mark Hasegawa-Johnson, Thomas S. Huang, Ann Willemsen-Dunlap, Donald Halpin
Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains. LOUHI@EMNLP (2020)
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han
FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams. ECML/PKDD (3) (2020)
Wanzheng Zhu, Suma Bhat
GRUEN for Evaluating Linguistic Quality of Generated Text. EMNLP (Findings) (2020)
Wanzheng Zhu, Suma Bhat
GRUEN for Evaluating Linguistic Quality of Generated Text. CoRR (2020)
Victoria Jay, Genevieve M. Henricks, Carolyn J. Anderson, Lawrence Angrave, Nigel Bosch, Najmuddin Shaik, Destiny Williams-Dobosz, Suma Bhat, Michelle Perry
Online Discussion Forum Help-Seeking Behaviors of Students Underrepresented in STEM. ICLS (2020)
Genevieve M. Henricks, Suma Bhat, Michelle Perry
Gender and Gendered Discourse in Online STEM College Courses. ICLS (2020)
Faeze Brahman, Nikhil Varghese, Suma Bhat, Snigdha Chaturvedi
Effective Forum Curation via Multi-task Learning. EDM (2020)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Enriching Word Embeddings with Temporal and Spatial Information. CoRR (2020)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Enriching Word Embeddings with Temporal and Spatial Information. CoNLL (2020)
Hongyu Gong, Kshitij Gupta, Akriti Jain, Suma Bhat
IlliniMet: Illinois System for Metaphor Detection with Contextual and Linguistic Information. Fig-Lang@ACL (2020)
Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei W. Hwu
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. NAACL-HLT (1) (2019)
Tarek Sakakini, Hongyu Gong, Jong Yoon Lee, Robert Schloss, Jinjun Xiong, Suma Bhat
Equipping Educational Applications with Domain Knowledge. BEA@ACL (2019)
Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. EMNLP/IJCNLP (1) (2019)
Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath
Context-Sensitive Malicious Spelling Error Correction. CoRR (2019)
Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat, Dan Roth
DiAd: Domain Adaptation for Learning at Scale. LAK (2019)
Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. CoRR (2019)
Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong
Document Similarity for Texts of Varying Lengths via Hidden Topics. CoRR (2019)
Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei Hwu
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. CoRR (2019)
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams. CoRR (2019)
Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath
Context-Sensitive Malicious Spelling Error Correction. WWW (2019)
R. Wes Crues, Nigel Bosch, Carolyn J. Anderson, Michelle Perry, Suma Bhat, Najmuddin Shaik
Who they are and what they want: Understanding the reasons for MOOC enrollment. EDM (2018)
R. Wes Crues, Genevieve M. Henricks, Michelle Perry, Suma Bhat, Carolyn J. Anderson, Najmuddin Shaik, Lawrence Angrave
How do Gender, Learning Goals, and Forum Participation Predict Persistence in a Computer Science MOOC? ACM Trans. Comput. Educ. 18 (4) (2018)
Su-Youn Yoon, Suma Bhat
A comparison of grammatical proficiency measures in the automated assessment of spontaneous speech. Speech Commun. 99 (2018)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. NAACL-HLT (2018)
Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath
Preposition Sense Disambiguation and Representation. EMNLP (2018)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. CoRR (2018)
Renato Ferreira Leitão Azevedo, Daniel G. Morrow, James F. Graumlich, Ann M. Willemsen-Dunlap, Mark Hasegawa-Johnson, Thomas S. Huang, Kuangxiao Gu, Suma Bhat, Tarek Sakakini, Victor Sadauskas, Donald J. Halpin
Using Conversational Agents to Explain Medication Instructions to Older Adults. AMIA (2018)
Nigel Bosch, R. Wes Crues, Genevieve M. Henricks, Michelle Perry, Lawrence Angrave, Najmuddin Shaik, Suma Bhat, Carolyn J. Anderson
Modeling Key Differences in Underrepresented Students' Interactions with an Online STEM Course. APAScience (2018)
Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong
Document Similarity for Texts of Varying Lengths via Hidden Topics. ACL (1) (2018)
R. Wes Crues, Nigel Bosch, Michelle Perry, Lawrence Angrave, Najmuddin Shaik, Suma Bhat
Refocusing the lens on engagement in MOOCs. L@S (2018)
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Geometry of Polysemy. ICLR (Poster) (2017)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Geometry of Compositionality. AAAI (2017)
Tarek Sakakini, Renato Ferreira Leitão Azevedo, Victor Sadauskas, Kuangxiao Gu, Yang Zhang, Suma Bhat, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Ann M. Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich
Dr. Babel Fish: A Machine Translator to Simplify Providers' Language. AMIA (2017)
Tarek Sakakini, Suma Bhat, Pramod Viswanath
MORSE: Semantic-ally Drive-n MORpheme SEgment-er. ACL (1) (2017)
Tarek Sakakini, Suma Bhat, Pramod Viswanath
MORSE: Semantic-ally Drive-n MORpheme SEgment-er. CoRR (2017)
Renato Ferreira Leitão Azevedo, Kuangxiao Gu, Yang Zhang, Victor Sadauskas, Tarek Sakakini, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Suma Bhat, Ann Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich, William Schuh
Using Computer Agents to Explain Clinical Test Results. AMIA (2017)
Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath
Prepositions in Context. CoRR (2017)
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Representing Sentences as Low-Rank Subspaces. ACL (2) (2017)
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Representing Sentences as Low-Rank Subspaces. CoRR (2017)
Tarek Sakakini, Suma Bhat, Pramod Viswanath
Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology. CoRR (2017)
Klaus Zechner, Su-Youn Yoon, Suma Bhat, Chee Wee Leong
Comparative evaluation of automated scoring of syntactic competence of non-native speakers. Comput. Hum. Behav. 76 (2017)
Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat
Learner Affect Through the Looking Glass: Characterization and Detection of Confusion in Online Courses. EDM (2017)
Jiaqi Mu, Suma Bhat, Pramod Viswanath
All-but-the-Top: Simple and Effective Postprocessing for Word Representations. CoRR (2017)
Hongyu Gong, Suma Bhat, Pramod Viswanath
Geometry of Compositionality. CoRR (2016)
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Geometry of Polysemy. CoRR (2016)
Suma Bhat, Phakpoom Chinprutthiwong, Michelle Perry
Seeing the Instructor in Two Video Styles: Preferences and Patterns. EDM (2015)
Suma Bhat, Su-Youn Yoon
Automatic assessment of syntactic complexity for spontaneous speech scoring. Speech Commun. 67 (2015)
Suma Bhat, Su-Youn Yoon, Diane Napolitano
Automatic detection of grammatical structures from non-native speech. SLaTE (2015)
Suma Bhat, Huichao Xue, Su-Youn Yoon
Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring. ACL (1) (2014)
Bussaba Amnueypornsakul, Suma Bhat
Machine-guided Solution to Mathematical Word Problems. PACLIC (2014)
Suma Bhat, Geoffrey L. Herman
Student perceptions of differences in visual communication mode for an online course in engineering. FIE (2013)
Su-Youn Yoon, Suma Bhat, Klaus Zechner
Vocabulary Profile as a Measure of Vocabulary Sophistication. BEA@NAACL-HLT (2012)
Suma Bhat
Morpheme Segmentation for Kannada Standing on the Shoulder of Giants. WSSANLP@COLING (2012)
Su-Youn Yoon, Suma Bhat
Assessment of ESL Learners' Syntactic Competence Based on Similarity Measures. EMNLP-CoNLL (2012)
Roxana Girju, Brandon Beamer, Alla Rozovskaya, Andrew Fister, Suma Bhat
A knowledge-rich approach to identifying semantic relations between nominals. Inf. Process. Manag. 46 (5) (2010)
Suma Bhat, Richard Sproat
Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples. ACL/IJCNLP (2009)
Suma Bhat, Kenneth Church
Variable selection for ad prediction. AdKDD@KDD (2008)
Brandon Beamer, Suma Bhat, Brant Chee, Andrew Fister, Alla Rozovskaya, Roxana Girju
UIUC: A Knowledge-rich Approach to Identifying Semantic Relations between Nominals. SemEval@ACL (2007)